22 citations · 31 across the 6 of their papers we have counts for
6 papers
Observation-Conditioned Latent Energy Priors for Sparse Implicit Neural Shape Completion
Paul Büschl, Ezequiel de la Rosa, Julia Wolleb +3
Implicit neural representations (INRs) can model continuous 3D shapes with a shared coordinate decoder and per-instance latent codes. At test time, autodecoder-style models commonl…
An Imaging-Informed Reaction-Diffusion Model of Infarct Growth
Muhammad Hussnain Abbas, Michal Balcerak, Asif Ahmad +2
Predicting final ischemic infarct volumes from acute imaging is a cornerstone of personalized stroke management, yet current strategies remain polarized between uninterpretable mac…
X-LMC: Cross-View Spatiotemporal Collateral Circulation Scoring from DSA
Maedeh Hafezi Moghadas, Hakim Baazaoui, Lukas Bastian Otto +3
Digital subtraction angiography (DSA) is the reference standard for leptomeningeal collateral (LMC) assessment, providing critical prognostic insights to guide secondary treatment…
Leptomeningeal Collateral Detection on DSA via Vessel-Graph Neural Networks
Junyong Cao, Hakim Baazaoui, Chinmay Prabhakar +5
Leptomeningeal collaterals (LMCs) are an important prognostic factor in acute ischemic stroke. Existing automated methods rely on CT angiography (CTA), but individual LMCs are ofte…
APIS: A paired CT-MRI dataset for ischemic stroke segmentation challenge
Santiago Gómez, Daniel Mantilla, Gustavo Garzón +4
Stroke is the second leading cause of mortality worldwide. Immediate attention and diagnosis play a crucial role regarding patient prognosis. The key to diagnosis consists in local…
Myocardial Infarction Quantification From Late Gadolinium Enhancement MRI Using Top-hat Transforms and Neural Networks
Ezequiel de la Rosa, Désiré Sidibé, Thomas Decourselle +3
Significance: Late gadolinium enhanced magnetic resonance imaging (LGE-MRI) is the gold standard technique for myocardial viability assessment. Although the technique accurately re…